SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 11751–11800 of 14297 papers

TitleStatusHype
Improving Entity Retrieval on Structured Data—0
Improving Evidence Retrieval with Claim-Evidence Entailment—0
Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation—0
Improving Factuality with Explicit Working Memory—0
Improving Few-shot and Zero-shot Entity Linking with Coarse-to-Fine Lexicon-based Retriever—0
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model—0
Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration—0
Improving Grapheme-to-Phoneme Conversion through In-Context Knowledge Retrieval with Large Language Models—0
Improving Harmful Text Detection with Joint Retrieval and External Knowledge—0
Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering—0
Improving information retrieval through correspondence analysis instead of latent semantic analysis—0
Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues—0
Improving Language Models via Plug-and-Play Retrieval Feedback—0
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging—0
Improving Legal Case Retrieval with Brain Signals—0
Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities—0
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations—0
Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection—0
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax—0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—0
Improving Multi-Turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting—0
Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
Improving Noise Robustness for Spoken Content Retrieval using Semi-supervised ASR and N-best Transcripts for BERT-based Ranking Models—0
Improving Opinion-based Question Answering Systems Through Label Error Detection and Overwrite—0
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction—0
Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness—0
Improving Performance Of English-Hindi Cross Language Information Retrieval Using Transliteration Of Query Terms—0
PolQA: Polish Question Answering Dataset—0
Improving RAG Retrieval via Propositional Content Extraction: a Speech Act Theory Approach—0
Improving Rating and Relevance with Point-of-Interest Recommender System—0
Improving Raw Image Storage Efficiency by Exploiting Similarity—0
Improving Relevance Prediction with Transfer Learning in Large-scale Retrieval Systems—0
Improving Retrieval Augmented Language Model with Self-Reasoning—0
Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions—0
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data—0
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning—0
Improving Retrieval for RAG based Question Answering Models on Financial Documents—0
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals—0
Improving Retrieval Modeling Using Cross Convolution Networks And Multi Frequency Word Embedding—0
Improving Robustness of Retrieval Augmented Translation via Shuffling of Suggestions—0
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation—0
Improving Sparse Associative Memories by Escaping from Bogus Fixed Points—0
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning—0
Improving Statistical Multimedia Information Retrieval Model by using Ontology—0
Improving Tag-Clouds as Visual Information Retrieval Interfaces—0
Improving TCM Question Answering through Tree-Organized Self-Reflective Retrieval with LLMs—0
Improving Term Frequency Normalization for Multi-topical Documents, and Application to Language Modeling Approaches—0
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified